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首页> 外文期刊>Atmosphere-ocean >Linking the Open Water Area of the North Open Water Polynya to Climatic Parameters using a Multiple Linear Regression Prediction Model
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Linking the Open Water Area of the North Open Water Polynya to Climatic Parameters using a Multiple Linear Regression Prediction Model

机译:使用多元线性回归预测模型将北开阔水多纳的开放水域与气候参数连接到气候参数

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摘要

The North Open Water polynya is a recurring polynya and is a significant feature of northern Baffin Bay in the winter. An area of open water remains as the sea ice grows around it in the fall, and in the spring the polynya gradually expands as the thinner ice surrounding it melts. It is an important overwintering area for various bird and animal species. With climate change affecting the Arctic in particular, this polynya has seen significant transformation in terms of its area of open water. Our study analyzes this transformation and attempts to understand it by linking it to climatic parameters using a multiple regression model. Using data from ice analyses from Environment and Climate Change Canada's Canadian Ice Service, a significant difference in the annual maximum polynya extent was observed before and after 1998. The main climate indices related to the extent of the polynya for the years prior to 1998 are surface wind speed and sea-ice concentration. For the years after 1998, the main indices are surface wind speed, sea surface temperature, and surface air temperature. This study indicates that the extent of open water in the polynya could be a good indicator of a new climate regime after 1998.
机译:北开阔的水多纳是一种经常性的多玉尼,是冬季北槟丁湾的重要特色。在秋天的海冰周围生长时,一个开阔的水域仍然存在,并且在春天,多纳逐渐扩展,因为它融化的较薄的冰融化。它是各种鸟类和动物物种的重要射流区域。特别是气候变化特别影响北极,这种Polynya在其开放水域方面已经看出了显着的转变。我们的研究分析了这种转变,并尝试使用多元回归模型将其与气候参数联系起来。使用来自环境和气候变化加拿大加拿大冰服务的冰分析的数据,在1998年之前和之后观察到年度最大多头子范围的显着差异。1998年之前与Polynya的程度相关的主要气候指标是表面风速和海冰浓度。在1998年以后的几年,主要指数是表面风速,海面温度和表面空气温度。本研究表明,2008年之后,Polynya中的开放水的程度可能是新的气候制度的良好指标。

著录项

  • 来源
    《Atmosphere-ocean》 |2019年第2期|91-100|共10页
  • 作者单位

    Environm & Climate Change Canada Canadian Ice Serv Ottawa ON Canada;

    Environm & Climate Change Canada Canadian Ice Serv Ottawa ON Canada|Environm & Climate Change Canada Natl Wildlife Res Ctr Ottawa ON Canada;

    Environm & Climate Change Canada Canadian Ice Serv Ottawa ON Canada;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    polynya; statistic; sea ice; climate, regression;

    机译:Polynya;统计;海冰;气候;回归;

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